{"id":"https://openalex.org/W1598013406","doi":"https://doi.org/10.3233/ida-130611","title":"Incorporating frequency, recency and profit in sequential pattern based recommender systems","display_name":"Incorporating frequency, recency and profit in sequential pattern based recommender systems","publication_year":2013,"publication_date":"2013-09-26","ids":{"openalex":"https://openalex.org/W1598013406","doi":"https://doi.org/10.3233/ida-130611","mag":"1598013406"},"language":"en","primary_location":{"id":"doi:10.3233/ida-130611","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-130611","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111577098","display_name":"Cheng-Lung Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I109289231","display_name":"National Kaohsiung First University of Science and Technology","ror":"https://ror.org/03858r716","country_code":"TW","type":"education","lineage":["https://openalex.org/I109289231"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Cheng-Lung Huang","raw_affiliation_strings":["Department of Information Management, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I109289231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061218579","display_name":"Mu\u2010Chen Chen","orcid":"https://orcid.org/0000-0002-9685-3408"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Mu-Chen Chen","raw_affiliation_strings":["Institute of Traffic and Transportation, National Chiao Tung University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Traffic and Transportation, National Chiao Tung University, Taipei, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103691134","display_name":"Wen-Chen Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I109289231","display_name":"National Kaohsiung First University of Science and Technology","ror":"https://ror.org/03858r716","country_code":"TW","type":"education","lineage":["https://openalex.org/I109289231"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wen-Chen Huang","raw_affiliation_strings":["Department of Information Management, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I109289231"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048457744","display_name":"Sheng-Huang Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I109289231","display_name":"National Kaohsiung First University of Science and Technology","ror":"https://ror.org/03858r716","country_code":"TW","type":"education","lineage":["https://openalex.org/I109289231"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sheng-Huang Huang","raw_affiliation_strings":["Department of Information Management, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I109289231"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5111577098"],"corresponding_institution_ids":["https://openalex.org/I109289231"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.11684686,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"17","issue":"5","first_page":"899","last_page":"916"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7805434465408325},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6167857050895691},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.48387134075164795},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.379011332988739},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.30969247221946716},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.14534583687782288},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.10714578628540039}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7805434465408325},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6167857050895691},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.48387134075164795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.379011332988739},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.30969247221946716},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.14534583687782288},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10714578628540039}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ida-130611","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-130611","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1490955312","https://openalex.org/W1493526108","https://openalex.org/W1529627684","https://openalex.org/W1570159982","https://openalex.org/W1641039719","https://openalex.org/W1975486109","https://openalex.org/W1984488826","https://openalex.org/W1997136459","https://openalex.org/W2034687684","https://openalex.org/W2035391319","https://openalex.org/W2036207307","https://openalex.org/W2043403353","https://openalex.org/W2049416392","https://openalex.org/W2052496634","https://openalex.org/W2053811285","https://openalex.org/W2089522649","https://openalex.org/W2097584193","https://openalex.org/W2100719534","https://openalex.org/W2102423866","https://openalex.org/W2115274736","https://openalex.org/W2117281325","https://openalex.org/W2140190241","https://openalex.org/W2155106456","https://openalex.org/W2156187568","https://openalex.org/W2158454296","https://openalex.org/W2168196587","https://openalex.org/W2171960770","https://openalex.org/W3141059875","https://openalex.org/W3204616723"],"related_works":["https://openalex.org/W2968745142","https://openalex.org/W2809363009","https://openalex.org/W2348159088","https://openalex.org/W2045871438","https://openalex.org/W2499363748","https://openalex.org/W2350747448","https://openalex.org/W2368095327","https://openalex.org/W2122731942","https://openalex.org/W2402445420","https://openalex.org/W2977378428"],"abstract_inverted_index":{"Customers":[0],"usually":[1],"change":[2],"their":[3],"purchase":[4],"interests":[5],"in":[6],"the":[7,13,26,30],"short":[8],"product":[9],"life":[10],"cycle":[11],"of":[12,33],"e-commerce":[14],"environment.":[15],"Therefore,":[16],"recent":[17],"transaction":[18],"patterns":[19],"should":[20],"have":[21],"a":[22],"greater":[23],"effect":[24],"on":[25],"customer":[27],"preferences.":[28],"From":[29],"seller's":[31],"point":[32],"view,":[34],"an":[35],"e-co":[36]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
